The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 01, 2026

Filed:

Dec. 03, 2021
Applicant:

Cisco Technology, Inc., San Jose, CA (US);

Inventors:

Ashish Kundu, San Jose, CA (US);

Myungjin Lee, Bellevue, WA (US);

Ramana Rao V. R. Kompella, Cupertino, CA (US);

Assignee:

Cisco Technology, Inc., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/40 (2022.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
H04L 63/1491 (2013.01); G06N 20/20 (2019.01);
Abstract

In one embodiment, a device identifies a plurality of nodes of a distributed or federated learning system. The device receives model training results from the plurality of nodes. The device determines, based in part on the model training results or information about the plurality of nodes, whether a particular node or subset of nodes in the plurality of nodes provided fraudulent model training results. The device initiates a corrective measure with respect to the particular node or subset of nodes, based on a determination that the particular node or subset of nodes provided fraudulent model training results, in accordance with a policy.


Find Patent Forward Citations

Kundu, Ashish. (2026). Uncheatable federated learning (U.S. Patent No. 12726517). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12726517

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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